UncleKK ReAct Loop

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ReAct（推理-行动）范式方法论技能——把"思考"与"行动"交织进行：每步先想清楚要干嘛（Thought），再真的去调工具或执行动作（Action），看返回结果（Observation），基于结果决定下一步，直到任务完成（Finish）。解决纯推理易幻觉、纯行动易瞎撞的问题。适用于需要多次工具调用、先看结果再决策、有顺序依赖、或单轮易出错的场景。触发词：多步任务、推理-行动、ReAct、需要调用工具、分步解决、边想边做。 Guide for the ReAct (Reasoning + Acting) paradigm: interleave chain-of-thought reasoning with concrete tool/action invocations, observe the result, and iterate until the task is solved. Use when a task needs multiple tool calls, requires deciding between thinking and acting, or cannot be finished in a single step.